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In response to the 2020 COVID-19 pandemic, a nongovernmental organization in Nepal piloted a maternal and newborn health helpline program in partnership with the Government of Nepal and the Nepal Society of Obstetricians and Gynaecologists. The program connected service providers in remote areas with real-time clinical support during obstetric and neonatal emergencies via telephone consultations with clinical experts. 551 primary health care facilities across 14 districts of Nepal were included in the program and connected to a roster of 33 clinical expert volunteers from district or tertiary care hospitals. To assess the results of the program, we collected both quantitative and qualitative data, including monthly health facility record reviews from July 2020 to June 2021 and semi-structured interviews with clinical experts and service providers conducted in June 2021. Of the 551 health facilities included in the program, 160 facilities (29%) reported using the helpline during the study period, with 429 teleconsultation cases recorded. We found that 21% of these cases that otherwise would have been referred to a hospital were effectively managed by telephone on-site at rural health facilities, revealing the promising potential for impact using a low-tech solution. Of the health facilities that participated in the program, the helpline was predominantly used in remote facilities where access to higher-level referral centers for emergencies was limited. Feedback from both experts and service providers revealed that the program helped to improve clinical decision-making during emergencies, build confidence and skills of service providers, and improve referral efficiency. Implementation challenges included service providers' underreporting of helpline utilization, a lack of essential drugs at primary health care facilities, unreliable phone signals, and a lack of financial incentives for clinical experts. The results and implementation experiences shared in this article provide a template for the design and implementation of similar support programs for service providers managing clinical emergencies in rural contexts.